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https://api.github.com/repos/langchain-ai/langchain/issues/5556 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5556/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5556/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5556/events | https://github.com/langchain-ai/langchain/pull/5556 | 1,736,107,375 | PR_kwDOIPDwls5R4_zU | 5,556 | Create word.py | {
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# Add a new DocumentLoader to support word file.
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"followers_url": "https://api.githu... | [] | open | false | null | [] | null | 13 | 2023-06-01T11:18:06 | 2023-12-30T01:39:01 | null | NONE | null | Hi,
I am using langchain to create collections in my local directory after that I am persisting it using below code
from langchain.vectorstores import Chroma
from langchain.embeddings import OpenAIEmbeddings
from langchain.text_splitter import Re... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5553 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5553/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5553/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5553/events | https://github.com/langchain-ai/langchain/issues/5553 | 1,736,029,435 | I_kwDOIPDwls5nebT7 | 5,553 | ConversationalRetrievalChain is changing context of input | {
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The first time I query the LLM evertything is okay, the second time and in all the calls after that user query is totally changed.
For example my input was "How are you today?" and the chain while trying to make this a standalone question gets confused and totally changes the question,
file:///home/... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5552 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5552/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5552/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5552/events | https://github.com/langchain-ai/langchain/issues/5552 | 1,735,984,739 | I_kwDOIPDwls5neQZj | 5,552 | Self-querying with Chroma bug - Got invalid return object. Expected markdown code snippet with JSON object, but got ... | {
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โญโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ Traceback (most recent call last) โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฎ
โ /opt/conda/lib/python3.10/site-packages/langchain/chains/query_constructor/base.py:36 in parse โ
โ ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5551 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5551/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5551/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5551/events | https://github.com/langchain-ai/langchain/issues/5551 | 1,735,921,910 | I_kwDOIPDwls5neBD2 | 5,551 | Incorrect PromptTemplate memorizing | {
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LangChain 0.0.187, Python 3.8.16, Linux Mint.
### Who can help?
@hwchase17 @ago
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [X] Prompts / Prompt Templates / Prompt Selectors
- [ ]... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5550 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5550/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5550/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5550/events | https://github.com/langchain-ai/langchain/pull/5550 | 1,735,865,772 | PR_kwDOIPDwls5R4KX1 | 5,550 | [Vectorstore] Added async gRPC methods to Qdrant vectorstore | {
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Changes:
- Async methods to add:
aadd_texts, asimilarity_search, asimilarity_search_with_score, amax_marginal_relevance_search_with_score
- Helper methods to add:
_document_from_scored_point_grpc, _document_from_scored_point_grpc, _build_condition_grpc, _qdrant_filt... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5548 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5548/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5548/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5548/events | https://github.com/langchain-ai/langchain/issues/5548 | 1,735,790,487 | I_kwDOIPDwls5ndg-X | 5,548 | Guanaco 65B model support | {
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Please add support for the model Guanaco 65B, which is trained via qLoRA method. To be able to swap OpenAI model to Guanaco and perform same operations over it.
### Motivation
The best performance and free model out there up to date 01.06.2023.
### Your contribution
- | {
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This commit revises the error message provided when the 'apoc.meta.data()' procedure fails. Previously, the message simply instructed the user to install the APOC plugin in Neo4j. The new error message is more specific.
Also removed an unnecessar... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5545 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5545/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5545/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5545/events | https://github.com/langchain-ai/langchain/issues/5545 | 1,735,730,197 | I_kwDOIPDwls5ndSQV | 5,545 | Issue: Improve Error Messaging When APOC Procedures Fail in Neo4jGraph | {
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In the current implementation, when an APOC procedure fails, a generic error message is raised stating: "Could not use APOC procedures. Please install the APOC plugin in Neo4j." This message can lead to user confusion as it suggests the APOC plugin is not installed when in reality it may... | {
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```
loaders = [TextLoader("13.txt"), TextLoader("14.txt"), TextLoader("15.txt"),TextLoader("16.txt"), TextLoader("17.txt"), TextLoader("18.txt")]
documents = []
for loader in loaders:
documents.extend(loader.load())
text_splitter = CharacterTextSplitter(chunk_size=500, chunk_o... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5543 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5543/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5543/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5543/events | https://github.com/langchain-ai/langchain/pull/5543 | 1,735,593,915 | PR_kwDOIPDwls5R3Pdy | 5,543 | Incorrect argument count handling | {
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# Incorrect argument count handling
I was facing an error where the agent passed incorrect arguments to tools. As per the discussions going around, I started throwing ToolException to allow the model to... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5542 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5542/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5542/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5542/events | https://github.com/langchain-ai/langchain/issues/5542 | 1,735,589,481 | I_kwDOIPDwls5ncv5p | 5,542 | Issue: previous message condensing time on `ConversationalRetrievalChain` | {
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I got a scenario where I'm using the `ConversationalRetrievalChain` with chat history. The problem is, it was streaming the condensed output of the question. Not the actual answer. So I separated the models, one for condensing the question and one for answering with streaming. But as I s... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5541 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5541/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5541/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5541/events | https://github.com/langchain-ai/langchain/pull/5541 | 1,735,553,303 | PR_kwDOIPDwls5R3GrD | 5,541 | Cypher search: Check if generated Cypher is provided in backticks | {
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] | closed | false | null | [] | null | 3 | 2023-06-01T06:13:20 | 2023-06-05T19:48:14 | 2023-06-05T19:48:14 | CONTRIBUTOR | null | # Check if generated Cypher code is wrapped in backticks
Some LLMs like the VertexAI like to explain how they generated the Cypher statement and wrap the actual code in three backticks:
![Screenshot from 2023-06-01 08-08-23](https://github.com/hwchase17/langchain/assets/19948365/1d8eecb3-d26c-4882-8f5b-6a9bc7e936... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5540 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5540/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5540/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5540/events | https://github.com/langchain-ai/langchain/pull/5540 | 1,735,539,583 | PR_kwDOIPDwls5R3DqJ | 5,540 | Harrison/pipeline prompt | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5539 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5539/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5539/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5539/events | https://github.com/langchain-ai/langchain/issues/5539 | 1,735,478,342 | I_kwDOIPDwls5ncUxG | 5,539 | Allow users to pass local embeddings to Weaviate Hybrid Search Retriever | {
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Fork off from this issue: https://github.com/hwchase17/langchain/issues/5300
The idea is to provide the WeaviateHybridSearchRetriever with the ability to use local embeddings similar to the Weaviate vectorstore. Specifically, for the `WeaviateHybridSearchRetriever.add_documents()` and `Weaviat... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5538 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5538/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5538/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5538/events | https://github.com/langchain-ai/langchain/pull/5538 | 1,735,456,313 | PR_kwDOIPDwls5R2xSx | 5,538 | add brave search util | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5537 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5537/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5537/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5537/events | https://github.com/langchain-ai/langchain/issues/5537 | 1,735,414,868 | I_kwDOIPDwls5ncFRU | 5,537 | OpenAI and Azure OpenAI - calls one after another | {
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langchain - 0.0.174 / 0.0.178 / 0.0.187
python3
### Who can help?
@hwchase17 @agola11
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selecto... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5536 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5536/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5536/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5536/events | https://github.com/langchain-ai/langchain/issues/5536 | 1,735,412,964 | I_kwDOIPDwls5ncEzk | 5,536 | `RetrievalQAWithSourcesChain` not returning sources in `sources` field. | {
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System Info (Docker Dev Container):
```
PRETTY_NAME="Debian GNU/Linux 10 (buster)"
NAME="Debian GNU/Linux"
VERSION_ID="10"
VERSION="10 (buster)"
VERSION_CODENAME=buster
ID=debian
HOME_URL="https://www.debian.org/"
SUPPORT_URL="https://www.debian.org/support"
BUG_REPORT_URL="https://bugs.deb... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5535 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5535/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5535/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5535/events | https://github.com/langchain-ai/langchain/issues/5535 | 1,735,366,931 | I_kwDOIPDwls5nb5kT | 5,535 | Add Tigris vectorstore for vector search | {
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"node_id": "L... | closed | false | null | [] | null | 3 | 2023-06-01T03:18:00 | 2023-06-06T03:39:17 | 2023-06-06T03:39:17 | CONTRIBUTOR | null | ### Feature request
Support Tigris as a vector search backend
### Motivation
Tigris is a Serverless NoSQL Database and Search Platform and have their [vector search](https://www.tigrisdata.com/docs/concepts/vector-search/python/) product. It will be great option for users to use an integrated database and search pro... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5533 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5533/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5533/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5533/events | https://github.com/langchain-ai/langchain/pull/5533 | 1,735,277,122 | PR_kwDOIPDwls5R2KbU | 5,533 | add maxcompute | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5532 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5532/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5532/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5532/events | https://github.com/langchain-ai/langchain/issues/5532 | 1,735,238,661 | I_kwDOIPDwls5nbaQF | 5,532 | Issue: how stream results with long context | {
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i follow the chapter โChat Over Documents with Chat Historyโ to build a bot chat with pdf๏ผ
i want to streanming return,
but when i use stuff chain like this
```python
doc_chain = load_qa_chain(OpenAI(temperature=0), chain_type="stuff", prompt=QA_PROMPT)
chain = Conversation... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5531 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5531/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5531/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5531/events | https://github.com/langchain-ai/langchain/issues/5531 | 1,735,113,256 | I_kwDOIPDwls5na7oo | 5,531 | Sampling parameters are ignored by vertexai | {
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You can fix this by moving *... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5530 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5530/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5530/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5530/events | https://github.com/langchain-ai/langchain/issues/5530 | 1,735,101,156 | I_kwDOIPDwls5na4rk | 5,530 | Remove Chat Models | {
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Chat models relying on `SystemMessage`, ... instead of simple text, hinder creating longer prompts.
It would have been much simpler to avoid special casing chat models, and instead parse special tokens in the text prompt to separate system, human, ai, ...
### Motivation
Something similar to [t... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5529 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5529/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5529/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5529/events | https://github.com/langchain-ai/langchain/pull/5529 | 1,735,073,050 | PR_kwDOIPDwls5R1exn | 5,529 | [retrievers][knn] Replace loop appends with list comprehension. | {
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It's much faster, more idiomatic and slightly more readable. | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5528 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5528/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5528/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5528/events | https://github.com/langchain-ai/langchain/pull/5528 | 1,735,068,158 | PR_kwDOIPDwls5R1dsG | 5,528 | Replace loop appends with list comprehension. | {
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It's significantly faster because it avoids repeated method lookup. It's also more idiomatic and readable. | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5527 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5527/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5527/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5527/events | https://github.com/langchain-ai/langchain/pull/5527 | 1,735,052,184 | PR_kwDOIPDwls5R1aK1 | 5,527 | Replace enumerate with zip. | {
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It's more idiomatic and slightly more readable. | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5526 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5526/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5526/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5526/events | https://github.com/langchain-ai/langchain/pull/5526 | 1,735,048,395 | PR_kwDOIPDwls5R1ZWN | 5,526 | Replace list comprehension with generator. | {
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Since these strings can be fairly long, it's best to not construct unnecessary temporary list just to pass it to `join`. Generators produce items one-by-one and even though they are slightly more expensive than lists in terms of CPU they are much more memory-friendly and ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5525 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5525/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5525/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5525/events | https://github.com/langchain-ai/langchain/pull/5525 | 1,735,035,338 | PR_kwDOIPDwls5R1WZw | 5,525 | Add minor fixes for PySpark Document Loader Docs | {
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Renamed "PySpack" to "PySpark" and executed the notebook to show outputs. | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5524 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5524/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5524/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5524/events | https://github.com/langchain-ai/langchain/pull/5524 | 1,734,961,602 | PR_kwDOIPDwls5R1GN7 | 5,524 | docs: unstructured no longer requires installing detectron2 from source | {
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Removes `detectron2` installation instructions from the Unstructured docs because installing `detectron2` is no longer required for `unstructured>=0.7.0`. The `detectron2` model now runs using the ONNX runtime.
## Who can review?
@hwcha... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5523 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5523/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5523/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5523/events | https://github.com/langchain-ai/langchain/pull/5523 | 1,734,958,845 | PR_kwDOIPDwls5R1Fnq | 5,523 | Skips creating boto client for Bedrock if passed in constructor | {
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Current LLM and Embeddings class always creates a new boto client, even if one is passed in a constructor. This blocks certain users from passing in externally created boto clients, for example in SSO authentication.
## Who can review?
@hwchase17
@jasondotpa... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5522 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5522/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5522/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5522/events | https://github.com/langchain-ai/langchain/issues/5522 | 1,734,953,214 | I_kwDOIPDwls5naUj- | 5,522 | Query execution with langchain LLM pipeline is happening on CPU, even if model is loaded on GPU | {
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I am building a chatbot using LLM like fastchat-t5-3b-v1.0 and want to reduce my inference time.
I am loading the entire model on GPU, using device_map parameter, and making use of `langchain.llms.HuggingFacePipeline` agent for querying the LLM model. Also specifying the device=0 ( which is the 1st rank GPU) ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5521 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5521/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5521/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5521/events | https://github.com/langchain-ai/langchain/issues/5521 | 1,734,829,837 | I_kwDOIPDwls5nZ2cN | 5,521 | Tracing V2 doesn't work | {
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```
$ langchain env
LangChain Environment:
library_version:0.0.184
platform:Linux-5.4.0-146-generic-x86_64-with-glibc2.31
runtime:python
runtime_version:3.11.3
```
### Who can help?
_No response_
### Information
- [x] The official example notebooks/scripts
- [ ] My own modified scripts
### ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5519 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5519/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5519/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5519/events | https://github.com/langchain-ai/langchain/issues/5519 | 1,734,732,180 | I_kwDOIPDwls5nZemU | 5,519 | Chroma: Constructor takes wrong embedding function (document vs query) | {
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Most recent version of Langchain
Python: 3.10.8
MacOS 13.4 - M1
### Who can help?
@hwchase17
@agola11
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templat... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5518 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5518/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5518/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5518/events | https://github.com/langchain-ai/langchain/pull/5518 | 1,734,692,434 | PR_kwDOIPDwls5R0Kvs | 5,518 | added DeepLearing.AI course link | {
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## Who can review?
Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested:
not @hwchase17 - hehe
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https://api.github.com/repos/langchain-ai/langchain/issues/5517 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5517/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5517/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5517/events | https://github.com/langchain-ai/langchain/pull/5517 | 1,734,656,036 | PR_kwDOIPDwls5R0Cw_ | 5,517 | Update Tracer Auth / Reduce Num Calls | {
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The loader is looking for the "main" tag with the id "main-content" and if it doesn't find it, it's looking for a "div" t... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5515 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5515/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5515/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5515/events | https://github.com/langchain-ai/langchain/pull/5515 | 1,734,600,312 | PR_kwDOIPDwls5Rz2kY | 5,515 | Fix: Qdrant ids | {
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There has been a bug in how the ids were created in the Qdrant vector store. They were previously calculated based on the texts. However, there are some scenarios in which two documents may have the same piece of text but different metadata, and that's a valid case. Deduplication should be ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5514 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5514/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5514/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5514/events | https://github.com/langchain-ai/langchain/pull/5514 | 1,734,592,119 | PR_kwDOIPDwls5Rz0y- | 5,514 | Reference OpenAIEmbeddings client attr as private | {
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When utilising Pylance it is currently unable to manage interpretation of the `client` attribute within `OpenAIEmbeddings` as private. This results in the following errors being displayed:
![Screenshot 2023-05-31 at 17 19 34](https://github.com/hwchase17/langchain... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5513 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5513/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5513/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5513/events | https://github.com/langchain-ai/langchain/issues/5513 | 1,734,577,939 | I_kwDOIPDwls5nY48T | 5,513 | Flan-t5-xxl doesnot work with openapi_agent | {
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I have created a pipeline. And want to use the same pipeline in openapi_agent. When I run the following command:
ibm_agent = planner.create_openapi_agent(ibm_api_spec, requests_wrapper, hf_pipeline)
I get error out of memory error. I'm using flan-t5-xxl llm, which consumes 22GB o... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5512 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5512/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5512/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5512/events | https://github.com/langchain-ai/langchain/pull/5512 | 1,734,551,787 | PR_kwDOIPDwls5Rzr9Y | 5,512 | add allow_download as class attribute for GPT4All | {
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I've include the class attribute `allow_download` to the GPT4All class. By default, `allow_download` is set to False.
## Changes Made
- Added a new class attribute, `allow_download`, to the GPT4All class.
- Updated the `validate_environment` method to... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5511 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5511/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5511/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5511/events | https://github.com/langchain-ai/langchain/issues/5511 | 1,734,540,520 | I_kwDOIPDwls5nYvzo | 5,511 | Automatically detect input_variables from PromptTemplate string | {
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If input_variables is not passed, try to detect them automatically as those which are surrounded by curly braces:
E.g.
```
prompt_template = PromptTemplate(template="What is the price of {product_name}?") ## Automatically detects the input_variables to be ['product_name']
```
### Motiv... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5508 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5508/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5508/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5508/events | https://github.com/langchain-ai/langchain/issues/5508 | 1,734,515,334 | I_kwDOIPDwls5nYpqG | 5,508 | ConversationalRetrievalChain new_question only from the question_generator only for retrieval and not for combine_docs_chain | {
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<div type='discussions-op-text'>
<sup>Originally posted by **lucasiscovici** May 31, 2023</sup>
Hello and thank you for this amazing library.
Here we :
- get question
- get new_question with the question_generator
- retrieve docs wit... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5507 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5507/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5507/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5507/events | https://github.com/langchain-ai/langchain/pull/5507 | 1,734,505,271 | PR_kwDOIPDwls5Rzh01 | 5,507 | Add Managed Motorhead | {
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"node_... | closed | false | null | [] | null | 0 | 2023-05-31T15:37:27 | 2023-05-31T21:55:41 | 2023-05-31T21:55:41 | CONTRIBUTOR | null | # Add Managed Motorhead
This change enabled MotorheadMemory to utilize Metal's managed version of Motorhead. We can easily enable this by passing in a `api_key` and `client_id` in order to hit the managed url and access the memory api on Metal.
Twitter: [@softboyjimbo](https://twitter.com/softboyjimbo)
## Who ca... | {
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This adds "name" parameter to the request body inside "messages".
For example, when defining HumanMessage or AIMessage, there is now option to add name parameter like this:
```py
HumanMessage(content="Hello! what is my name... | {
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Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested:
- @dev2049
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Hey Team,
I would like to propose a new feature that will enhance the visibility of the LLM's response time. In addition to providing information about token usage and cost, I suggest incorporating the time taken to generate the text. This additional metric will offer valuable insights into the ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5497 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5497/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5497/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5497/events | https://github.com/langchain-ai/langchain/pull/5497 | 1,734,121,153 | PR_kwDOIPDwls5RyNkI | 5,497 | QuickFix for FinalStreamingStdOutCallbackHandler: Ignore new lines & white spaces | {
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`FinalStreamingStdOutCallbackHandler` doesn't work out of the box with `ChatOpenAI`, as it tokenized slightly differently than `OpenAI`. The response of `OpenAI` contains the tokens `["\nFinal", " Answer", ":"]` while `ChatOp... | {
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<!--
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https://api.github.com/repos/langchain-ai/langchain/issues/5495 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5495/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5495/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5495/events | https://github.com/langchain-ai/langchain/pull/5495 | 1,734,058,640 | PR_kwDOIPDwls5Rx_wS | 5,495 | make the elasticsearch api support version which below 8.x | {
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make the elasticsearch api support version which below 8.x
<!--
the api which create index or search in the elasticsearch below 8.x is different with 8.x. When use the es which below 8.x , it will throw error. I fix the problem
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@hwchase17
@dev2049
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Bring the support of [NebulaGraph](http://github.com/vesoft-inc/nebula), the open-source distributed graph database with NebulaGraphQAChain
## Before submitting
- [x] a test for the integration - favor unit tests that do not rely on network access.
- [x] ... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5493 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5493/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5493/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5493/events | https://github.com/langchain-ai/langchain/issues/5493 | 1,733,916,668 | I_kwDOIPDwls5nWXf8 | 5,493 | Issue: LLM callback handler not printing in Docker | {
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I have a Flask with LangChain setup in docker-compose, and I don't see LLM ChatOpenAI streaming output from CallbackHandlers in console, but everything works when I run it locally without Docker.
My CallbackHandler code (StreamingStdOutCallbackHandler also doesn't work):
```
from ty... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5492 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5492/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5492/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5492/events | https://github.com/langchain-ai/langchain/issues/5492 | 1,733,868,611 | I_kwDOIPDwls5nWLxD | 5,492 | Can I connect to my RDBMS? | {
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### Suggestion:
_No response_ | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5490 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5490/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5490/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5490/events | https://github.com/langchain-ai/langchain/issues/5490 | 1,733,741,544 | I_kwDOIPDwls5nVsvo | 5,490 | Error while importing Langchain | {
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TypeError Traceback (most recent call last)
Input In [6], in <cell line: 1>()
----> 1 import langchain
File ~\anaconda3\lib\site-packages\langchain\__init__.py:6, in <module>
3 from importlib import ... | {
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I cant find any way to add custom metadata with the character splitter, it adds source as metadata but I cant seem to change it or define what kind of metadata I want
### Suggestion:
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https://api.github.com/repos/langchain-ai/langchain/issues/5487 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5487/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5487/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5487/events | https://github.com/langchain-ai/langchain/issues/5487 | 1,733,616,462 | I_kwDOIPDwls5nVONO | 5,487 | HuggingFacePipeline is not loaded correctly | {
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langchain==0.0.186
### Who can help?
@hwchase17
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [X] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers
- [ ] Document L... | {
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Description:
Current state: SQLDatabase.run() method returns a result from the database after executing a SQL query but there is no option of adding the column names as well to the returned result.
PR offer the following solution:
Adding a argument "include_colum... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5485 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5485/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5485/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5485/events | https://github.com/langchain-ai/langchain/pull/5485 | 1,733,598,360 | PR_kwDOIPDwls5Rwa1b | 5,485 | Add param requests_kwargs for WebBaseLoader | {
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Fixes # (issue)
#5483
## Who can review?
@eyurtsev
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Some additional separators for text splitting on JS code. | {
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langchain: 0.0.181
platform: windows
python: 3.11.3
### Who can help?
@eyurtsev
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Pr... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5482 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5482/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5482/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5482/events | https://github.com/langchain-ai/langchain/pull/5482 | 1,733,595,038 | PR_kwDOIPDwls5RwaI5 | 5,482 | Add option to ignore column names in SQLDatabase.run() | {
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Description:
Current state: SQLDatabase.run() method returns a result from the database after executing a SQL query but there is no option of adding the column names as well to the returned result.
PR offer the following solution:
Adding a argument "ignore_column... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5481 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5481/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5481/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5481/events | https://github.com/langchain-ai/langchain/issues/5481 | 1,733,366,807 | I_kwDOIPDwls5nURQX | 5,481 | [Feature Request] Supoprts document loader caching | {
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I want langchain to implement caching for document loaders in a way similar to how it caches LLM calls, like this:
```python
from langchain.cache import InMemoryCache
langchain.document_loader_cache = InMemoryCache()
```
### Motivation
Loading from certain documents with langchain document ... | {
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In the `_get_video_info` method of the `YoutubeLoader` class, the ... | {
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This enables initializing InMemoryEntityStore by optionally passing in a value for the store field.
## Who can review?
It's a small change so I think any of the reviewers can review, but tagging @dev2049 who seems most relevant since the change relates to Memory.
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Lang Chain 0.0.186
Mac OS Ventura
Python 3.10
### Who can help?
_No response_
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
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https://api.github.com/repos/langchain-ai/langchain/issues/5475 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5475/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5475/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5475/events | https://github.com/langchain-ai/langchain/issues/5475 | 1,733,256,921 | I_kwDOIPDwls5nT2bZ | 5,475 | Getting only the instance of the vector store without adding text | {
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Hi,
Currently the from_documents method will add the embeddings and then return the instance of the store. Why don't we have a method to just return the store. This is useful when I already have a loaded vector store and I just need the instance of the store. It will be like the below code witho... | {
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llm_chain.llm.save("llm.json") # method not found
bug in .ipynb๏ผ
docs/modules/chains/generic/serialization.ipynb
### Who can help?
_No response_
### Information
- [X] The official example notebooks/scripts
- [ ] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
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Langchain Version: 0.0.186
MacOS Ventura 13.3 - M1
Python 3.10.8
### Who can help?
@hwchase17
@agola11
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Next cycle of updating the `ecosystem/integrations`
* Added an integration `template` file
* Added missed integration files
* Fixed several document_loaders/notebooks
## Who can review?
Is it possible to assign somebody to review PRs on docs? Thanks.
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Fixes #5465 . Adds ability to set credentials which must be of the `google.auth.credentials.Credentials` type. This argument is optional and will default to `None.
## Who can review?
Community members can review the PR once tests... | {
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I would like to be able to provide credentials to the bigquery.client object
### Motivation
I cannot access protected datasets without use of a service account or other credentials
### Your contribution
I will submit a PR. | {
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This PR adds a new LLM and an Embeddings class for the [Bedrock](https://aws.amazon.com/bedrock) service. The PR also includes example notebooks for using the LLM class in a conversation chain and embeddings usage in creating an embedding for a query and document.
**Note**: AWS is doin... | {
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```
$ pip show langchain
Name: langchain
Version: 0.0.186
Summary: Building applications with LLMs through composability
Home-page: https://www.github.com/hwchase17/langchain
Author:
Author-email:
License: MIT
Location: /home/mteoh/temp_venv/venv/lib/python3.10/site-packages
Requires: PyYAML,... | {
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I am using conversationalRetrievalChain. I cannot seem to change the system template. Any suggestion how to do this?
`retriever = vectorstore.as_retriever(search_kwargs={"k": source_amount}, qa_template=QA_PROMPT, question_generator_template=CONDENSE_PROMPT)`
`qa = Conversation... | {
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This is an experimental research chain that tries to answer "researchy" questions using information on the web.
For example,
```
Compile information about Albert Einstein.
Ignore if it's a different Albert Einstein.
Only include information you're certain about.
Include:
* education h... | {
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Langchain 0.0.184
Python 3.9.2
### Who can help?
@hwchase17
### Information
- [ ] The official example notebooks/scripts
- [X] My own modified scripts
### Related Components
- [ ] LLMs/Chat Models
- [ ] Embedding Models
- [ ] Prompts / Prompt Templates / Prompt Selectors
- [ ] Output Parsers... | {
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"followers_url": "https://a... | null | 4 | 2023-05-30T17:09:02 | 2023-06-23T08:48:28 | 2023-06-23T08:48:28 | CONTRIBUTOR | null | ### System Info
MacOS Ventura 13.3.1 (a)
python = "^3.9"
langchain = "0.0.185"
### Who can help?
@agola11 @vowelparrot
### Related Components
- Agents / Agent Executors
- Tools / Toolkits
- Callbacks/Tracing
### Reproduction
I want to use the CallbackManager to save some info within a tool. So,... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5455 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5455/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5455/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5455/events | https://github.com/langchain-ai/langchain/issues/5455 | 1,732,654,338 | I_kwDOIPDwls5nRjUC | 5,455 | DOC: Return Source Documents to Vectorstore Agent | {
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Unable to recreate return source documents from prompt in the current [Vectorstore Agent Documentation](https://python.langchain.com/en/latest/modules/agents/toolkits/examples/vectorstore.html). I tried adding `return_source_documents=True` to my `create_vectorstore_agent` (as d... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5454 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5454/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5454/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5454/events | https://github.com/langchain-ai/langchain/issues/5454 | 1,732,652,179 | I_kwDOIPDwls5nRiyT | 5,454 | Cannot build a file agent | {
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As we know, we can build a agent with tool by following way:
```python
llm = OpenAI(temperature=0)
tools = load_tools(["serpapi", "llm-math"], llm=llm)
agent = initialize_agent(tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True)
```
We can also use `F... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5453 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5453/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5453/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5453/events | https://github.com/langchain-ai/langchain/pull/5453 | 1,732,622,456 | PR_kwDOIPDwls5RtIQT | 5,453 | Localization langchain prompt ๏ผzh_CN and agents) | {
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"node_id... | closed | false | null | [] | null | 6 | 2023-05-30T16:44:27 | 2023-11-07T04:21:32 | 2023-11-07T04:21:32 | NONE | null | # Localization langchain prompt ๏ผnow is zh_CN and agents)
Create Localization prompt for zh_CN angets/* and will add more language and whole langchain prompt after ....
all PROMPT translated by gpt-3.5-turboใ
Fixes # (issue)
#5075
## Who can review?
Community members can review the PR once tests pass... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5452 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5452/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5452/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5452/events | https://github.com/langchain-ai/langchain/issues/5452 | 1,732,618,952 | I_kwDOIPDwls5nRarI | 5,452 | Why raise an error in conversation retrieval chain if the chat history is a string? | {
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It seems the `_get_chat_history` is building the chat_history string but if the history is already a string then it should.
The check might even be in the BaseConversationalRetr... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5451 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5451/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5451/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5451/events | https://github.com/langchain-ai/langchain/issues/5451 | 1,732,574,359 | I_kwDOIPDwls5nRPyX | 5,451 | Text Fragments from text splitters for deep linking with browsers (or compatible systems) to specific text chunks in source documents | {
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Example URL of a Text Fragment to the README of this project that highlights the About:
https://github.com/hwchase17/langchain#:~:text=About-,%E2%9A%A1,%E2%9A%A1,-Resources
A SO: https://stackoverflow.com/questions/62989058/how-does-text-in-url-works-to-highlight-text
Example of splitte... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5450 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5450/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5450/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5450/events | https://github.com/langchain-ai/langchain/pull/5450 | 1,732,572,168 | PR_kwDOIPDwls5Rs9Tr | 5,450 | `encoding_kwargs` for InstructEmbeddings | {
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] | closed | false | null | [] | null | 1 | 2023-05-30T16:11:31 | 2023-05-30T18:57:05 | 2023-05-30T18:57:05 | CONTRIBUTOR | null | # What does this PR do?
Bring support of `encode_kwargs` for ` HuggingFaceInstructEmbeddings`, change the docstring example and add a test to illustrate with `normalize_embeddings`.
Fixes #3605
(Similar to #3914)
Use case:
```python
from langchain.embeddings import HuggingFaceInstructEmbeddings
model_nam... | {
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```
response = self._get(
path,
params=params,
)... | {
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https://api.github.com/repos/langchain-ai/langchain/issues/5448 | https://api.github.com/repos/langchain-ai/langchain | https://api.github.com/repos/langchain-ai/langchain/issues/5448/labels{/name} | https://api.github.com/repos/langchain-ai/langchain/issues/5448/comments | https://api.github.com/repos/langchain-ai/langchain/issues/5448/events | https://github.com/langchain-ai/langchain/issues/5448 | 1,732,533,742 | I_kwDOIPDwls5nRF3u | 5,448 | Issue: Get the verbose messages from chain | {
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We can get the intermediate messages printed when the verbose is set to True in the chains. But is there a way we can get the intermediate messages from the chain as a return value?
### Suggestion:
Take the code below as example.
```
from langchain import OpenAI, ConversationCh... | {
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